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Quantitative Finance · Glossaire

Qu'est-ce que « Model card » ?

Definition 21.5 Machine Learning for Markets · Chapitre 21 — Interpretability and Model Governance

A model card is a short document that travels with a model and states its purpose, training data, evaluation, performance by relevant slices, behaviour, limitations and approvals (Mitchell and co-authors, 2019); in a firm it is the learned model’s entry in the model inventory (Book 6, chapter 26).

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